A photo of a matatu in Nairobi goes through a vision encoder, a small projector turns its patches into tokens the language model can read, and the model answers questions about it. Then leave the projector untrained, squeeze the picture into four tokens, and ask about left and right, where these models still stumble. This lesson needs JavaScript.